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    "<!--BOOK_INFORMATION-->\n",
    "<a href=\"https://user-images.githubusercontent.com/19553554/71825144-2d568180-30d6-11ea-8ee0-63c849cfd934.png\" target=\"_blank\"><img align=\"left\" style=\"width: 76px; height: 100px; background: white; padding: 1px; border: 1px solid black; margin-right:10px;\"></a>\n",
    "*pyecharts 是一个用于生成 Echarts 图表的类库。Echarts 是百度开源的一个数据可视化 JS 库。用 Echarts 生成的图可视化效果非常棒，为了与 Python 进行对接，方便在 Python 中直接使用数据生成图，于是有人开发出了这个项目[GitHub](https://github.com/pyecharts/pyecharts) .*\n",
    "\n",
    "*Note.建议本程序在参看https://github.com/pyecharts/pyecharts 的安装步骤后再运行； 本程序所有的例子都是从官方提供的样例代码[GitHub](https://github.com/pyecharts/pyecharts-gallery)中提取的,如果对某个API有疑问建议在IDE里面查看*\n",
    "\n",
    "*Echart类型图种大全:https://echarts.apache.org/examples/zh/#chart-type-line pyecharts图导入到ppt中的方法:https://baijiahao.baidu.com/s?id=1663839456876951842&wfr=spider&for=pc.*\n",
    "\n",
    "*作者: LBQ; 时间:2020/7/24. 邮箱:779660843@qq.com*"
   ]
  },
  {
   "cell_type": "markdown",
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   "source": [
    "# XXXVII.词云图(WordCloud)\n",
    "NLP数据展示阶段必备技能之一，包括了自定义文字样式、图片样式"
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  },
  {
   "cell_type": "code",
   "execution_count": 1,
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   "outputs": [
    {
     "name": "stderr",
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     "text": [
      "/home/fisadm/anaconda3/envs/detectron2/lib/python3.7/site-packages/pyecharts/charts/chart.py:14: PendingDeprecationWarning: pyecharts 所有图表类型将在 v1.9.0 版本开始强制使用 ChartItem 进行数据项配置 :)\n",
      "  super().__init__(init_opts=init_opts)\n"
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       "    \"legend\": [\n",
       "        {\n",
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       "            \"selected\": {},\n",
       "            \"show\": true,\n",
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       "            \"itemHeight\": 14\n",
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       "    },\n",
       "    \"title\": [\n",
       "        {\n",
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       "                chart_23c9de1ce63a48db946cbf459dbee1cc.setOption(option_23c9de1ce63a48db946cbf459dbee1cc);\n",
       "        });\n",
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     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pyecharts.options as opts\n",
    "from pyecharts.charts import WordCloud\n",
    "\n",
    "\"\"\"\n",
    "Gallery 使用 pyecharts 1.1.0\n",
    "参考地址: https://gallery.echartsjs.com/editor.html?c=xS1jMxuOVm\n",
    "\n",
    "目前无法实现的功能:\n",
    "\n",
    "1、暂无\n",
    "\"\"\"\n",
    "\n",
    "data = [\n",
    "    (\"生活资源\", \"999\"),\n",
    "    (\"供热管理\", \"888\"),\n",
    "    (\"供气质量\", \"777\"),\n",
    "    (\"生活用水管理\", \"688\"),\n",
    "    (\"一次供水问题\", \"588\"),\n",
    "    (\"交通运输\", \"516\"),\n",
    "    (\"城市交通\", \"515\"),\n",
    "    (\"环境保护\", \"483\"),\n",
    "    (\"房地产管理\", \"462\"),\n",
    "    (\"城乡建设\", \"449\"),\n",
    "    (\"社会保障与福利\", \"429\"),\n",
    "    (\"社会保障\", \"407\"),\n",
    "    (\"文体与教育管理\", \"406\"),\n",
    "    (\"公共安全\", \"406\"),\n",
    "    (\"公交运输管理\", \"386\"),\n",
    "    (\"出租车运营管理\", \"385\"),\n",
    "    (\"供热管理\", \"375\"),\n",
    "    (\"市容环卫\", \"355\"),\n",
    "    (\"自然资源管理\", \"355\"),\n",
    "    (\"粉尘污染\", \"335\"),\n",
    "    (\"噪声污染\", \"324\"),\n",
    "    (\"土地资源管理\", \"304\"),\n",
    "    (\"物业服务与管理\", \"304\"),\n",
    "    (\"医疗卫生\", \"284\"),\n",
    "    (\"粉煤灰污染\", \"284\"),\n",
    "    (\"占道\", \"284\"),\n",
    "    (\"供热发展\", \"254\"),\n",
    "    (\"农村土地规划管理\", \"254\"),\n",
    "    (\"生活噪音\", \"253\"),\n",
    "    (\"供热单位影响\", \"253\"),\n",
    "    (\"城市供电\", \"223\"),\n",
    "    (\"房屋质量与安全\", \"223\"),\n",
    "    (\"大气污染\", \"223\"),\n",
    "    (\"房屋安全\", \"223\"),\n",
    "    (\"文化活动\", \"223\"),\n",
    "    (\"拆迁管理\", \"223\"),\n",
    "    (\"公共设施\", \"223\"),\n",
    "    (\"供气质量\", \"223\"),\n",
    "    (\"供电管理\", \"223\"),\n",
    "    (\"燃气管理\", \"152\"),\n",
    "    (\"教育管理\", \"152\"),\n",
    "    (\"医疗纠纷\", \"152\"),\n",
    "    (\"执法监督\", \"152\"),\n",
    "    (\"设备安全\", \"152\"),\n",
    "    (\"政务建设\", \"152\"),\n",
    "    (\"县区、开发区\", \"152\"),\n",
    "    (\"宏观经济\", \"152\"),\n",
    "    (\"教育管理\", \"112\"),\n",
    "    (\"社会保障\", \"112\"),\n",
    "    (\"生活用水管理\", \"112\"),\n",
    "    (\"物业服务与管理\", \"112\"),\n",
    "    (\"分类列表\", \"112\"),\n",
    "    (\"农业生产\", \"112\"),\n",
    "    (\"二次供水问题\", \"112\"),\n",
    "    (\"城市公共设施\", \"92\"),\n",
    "    (\"拆迁政策咨询\", \"92\"),\n",
    "    (\"物业服务\", \"92\"),\n",
    "    (\"物业管理\", \"92\"),\n",
    "    (\"社会保障保险管理\", \"92\"),\n",
    "    (\"低保管理\", \"92\"),\n",
    "    (\"文娱市场管理\", \"72\"),\n",
    "    (\"城市交通秩序管理\", \"72\"),\n",
    "    (\"执法争议\", \"72\"),\n",
    "    (\"商业烟尘污染\", \"72\"),\n",
    "    (\"占道堆放\", \"71\"),\n",
    "    (\"地上设施\", \"71\"),\n",
    "    (\"水质\", \"71\"),\n",
    "    (\"无水\", \"71\"),\n",
    "    (\"供热单位影响\", \"71\"),\n",
    "    (\"人行道管理\", \"71\"),\n",
    "    (\"主网原因\", \"71\"),\n",
    "    (\"集中供热\", \"71\"),\n",
    "    (\"客运管理\", \"71\"),\n",
    "    (\"国有公交（大巴）管理\", \"71\"),\n",
    "    (\"工业粉尘污染\", \"71\"),\n",
    "    (\"治安案件\", \"71\"),\n",
    "    (\"压力容器安全\", \"71\"),\n",
    "    (\"身份证管理\", \"71\"),\n",
    "    (\"群众健身\", \"41\"),\n",
    "    (\"工业排放污染\", \"41\"),\n",
    "    (\"破坏森林资源\", \"41\"),\n",
    "    (\"市场收费\", \"41\"),\n",
    "    (\"生产资金\", \"41\"),\n",
    "    (\"生产噪声\", \"41\"),\n",
    "    (\"农村低保\", \"41\"),\n",
    "    (\"劳动争议\", \"41\"),\n",
    "    (\"劳动合同争议\", \"41\"),\n",
    "    (\"劳动报酬与福利\", \"41\"),\n",
    "    (\"医疗事故\", \"21\"),\n",
    "    (\"停供\", \"21\"),\n",
    "    (\"基础教育\", \"21\"),\n",
    "    (\"职业教育\", \"21\"),\n",
    "    (\"物业资质管理\", \"21\"),\n",
    "    (\"拆迁补偿\", \"21\"),\n",
    "    (\"设施维护\", \"21\"),\n",
    "    (\"市场外溢\", \"11\"),\n",
    "    (\"占道经营\", \"11\"),\n",
    "    (\"树木管理\", \"11\"),\n",
    "    (\"农村基础设施\", \"11\"),\n",
    "    (\"无水\", \"11\"),\n",
    "    (\"供气质量\", \"11\"),\n",
    "    (\"停气\", \"11\"),\n",
    "    (\"市政府工作部门（含部门管理机构、直属单位）\", \"11\"),\n",
    "    (\"燃气管理\", \"11\"),\n",
    "    (\"市容环卫\", \"11\"),\n",
    "    (\"新闻传媒\", \"11\"),\n",
    "    (\"人才招聘\", \"11\"),\n",
    "    (\"市场环境\", \"11\"),\n",
    "    (\"行政事业收费\", \"11\"),\n",
    "    (\"食品安全与卫生\", \"11\"),\n",
    "    (\"城市交通\", \"11\"),\n",
    "    (\"房地产开发\", \"11\"),\n",
    "    (\"房屋配套问题\", \"11\"),\n",
    "    (\"物业服务\", \"11\"),\n",
    "    (\"物业管理\", \"11\"),\n",
    "    (\"占道\", \"11\"),\n",
    "    (\"园林绿化\", \"11\"),\n",
    "    (\"户籍管理及身份证\", \"11\"),\n",
    "    (\"公交运输管理\", \"11\"),\n",
    "    (\"公路（水路）交通\", \"11\"),\n",
    "    (\"房屋与图纸不符\", \"11\"),\n",
    "    (\"有线电视\", \"11\"),\n",
    "    (\"社会治安\", \"11\"),\n",
    "    (\"林业资源\", \"11\"),\n",
    "    (\"其他行政事业收费\", \"11\"),\n",
    "    (\"经营性收费\", \"11\"),\n",
    "    (\"食品安全与卫生\", \"11\"),\n",
    "    (\"体育活动\", \"11\"),\n",
    "    (\"有线电视安装及调试维护\", \"11\"),\n",
    "    (\"低保管理\", \"11\"),\n",
    "    (\"劳动争议\", \"11\"),\n",
    "    (\"社会福利及事务\", \"11\"),\n",
    "    (\"一次供水问题\", \"11\"),\n",
    "]\n",
    "\n",
    "\n",
    "c = (\n",
    "    WordCloud()\n",
    "    .add(series_name=\"热点分析\", data_pair=data, word_size_range=[6, 66])\n",
    "    .set_global_opts(\n",
    "        title_opts=opts.TitleOpts(\n",
    "            title=\"热点分析\", title_textstyle_opts=opts.TextStyleOpts(font_size=23)\n",
    "        ),\n",
    "        tooltip_opts=opts.TooltipOpts(is_show=True),\n",
    "    )\n",
    "   # .render(\"basic_wordcloud.html\")\n",
    ")\n",
    "c.load_javascript()\n",
    "c.render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/fisadm/anaconda3/envs/detectron2/lib/python3.7/site-packages/pyecharts/charts/chart.py:14: PendingDeprecationWarning: pyecharts 所有图表类型将在 v1.9.0 版本开始强制使用 ChartItem 进行数据项配置 :)\n",
      "  super().__init__(init_opts=init_opts)\n"
     ]
    },
    {
     "data": {
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       "<script>\n",
       "    require.config({\n",
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       "    });\n",
       "</script>\n",
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       "\n",
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     },
     "execution_count": 2,
     "metadata": {},
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    }
   ],
   "source": [
    "from pyecharts import options as opts\n",
    "from pyecharts.charts import WordCloud\n",
    "\n",
    "words = [\n",
    "    (\"花鸟市场\", 1446),\n",
    "    (\"汽车\", 928),\n",
    "    (\"视频\", 906),\n",
    "    (\"电视\", 825),\n",
    "    (\"Lover Boy 88\", 514),\n",
    "    (\"动漫\", 486),\n",
    "    (\"音乐\", 53),\n",
    "    (\"直播\", 163),\n",
    "    (\"广播电台\", 86),\n",
    "    (\"戏曲曲艺\", 17),\n",
    "    (\"演出票务\", 6),\n",
    "    (\"给陌生的你听\", 1),\n",
    "    (\"资讯\", 1437),\n",
    "    (\"商业财经\", 422),\n",
    "    (\"娱乐八卦\", 353),\n",
    "    (\"军事\", 331),\n",
    "    (\"科技资讯\", 313),\n",
    "    (\"社会时政\", 307),\n",
    "    (\"时尚\", 43),\n",
    "    (\"网络奇闻\", 15),\n",
    "    (\"旅游出行\", 438),\n",
    "    (\"景点类型\", 957),\n",
    "    (\"国内游\", 927),\n",
    "    (\"远途出行方式\", 908),\n",
    "    (\"酒店\", 693),\n",
    "    (\"关注景点\", 611),\n",
    "    (\"旅游网站偏好\", 512),\n",
    "    (\"出国游\", 382),\n",
    "    (\"交通票务\", 312),\n",
    "    (\"旅游方式\", 187),\n",
    "    (\"旅游主题\", 163),\n",
    "    (\"港澳台\", 104),\n",
    "    (\"本地周边游\", 3),\n",
    "    (\"小卖家\", 1331),\n",
    "    (\"全日制学校\", 941),\n",
    "    (\"基础教育科目\", 585),\n",
    "    (\"考试培训\", 473),\n",
    "    (\"语言学习\", 358),\n",
    "    (\"留学\", 246),\n",
    "    (\"K12课程培训\", 207),\n",
    "    (\"艺术培训\", 194),\n",
    "    (\"技能培训\", 104),\n",
    "    (\"IT培训\", 87),\n",
    "    (\"高等教育专业\", 63),\n",
    "    (\"家教\", 48),\n",
    "    (\"体育培训\", 23),\n",
    "    (\"职场培训\", 5),\n",
    "    (\"金融财经\", 1328),\n",
    "    (\"银行\", 765),\n",
    "    (\"股票\", 452),\n",
    "    (\"保险\", 415),\n",
    "    (\"贷款\", 253),\n",
    "    (\"基金\", 211),\n",
    "    (\"信用卡\", 180),\n",
    "    (\"外汇\", 138),\n",
    "    (\"P2P\", 116),\n",
    "    (\"贵金属\", 98),\n",
    "    (\"债券\", 93),\n",
    "    (\"网络理财\", 92),\n",
    "    (\"信托\", 90),\n",
    "    (\"征信\", 76),\n",
    "    (\"期货\", 76),\n",
    "    (\"公积金\", 40),\n",
    "    (\"银行理财\", 36),\n",
    "    (\"银行业务\", 30),\n",
    "    (\"典当\", 7),\n",
    "    (\"海外置业\", 1),\n",
    "    (\"汽车\", 1309),\n",
    "    (\"汽车档次\", 965),\n",
    "    (\"汽车品牌\", 900),\n",
    "    (\"汽车车型\", 727),\n",
    "    (\"购车阶段\", 461),\n",
    "    (\"二手车\", 309),\n",
    "    (\"汽车美容\", 260),\n",
    "    (\"新能源汽车\", 173),\n",
    "    (\"汽车维修\", 155),\n",
    "    (\"租车服务\", 136),\n",
    "    (\"车展\", 121),\n",
    "    (\"违章查询\", 76),\n",
    "    (\"汽车改装\", 62),\n",
    "    (\"汽车用品\", 37),\n",
    "    (\"路况查询\", 32),\n",
    "    (\"汽车保险\", 28),\n",
    "    (\"陪驾代驾\", 4),\n",
    "    (\"网络购物\", 1275),\n",
    "    (\"做我的猫\", 1088),\n",
    "    (\"只想要你知道\", 907),\n",
    "    (\"团购\", 837),\n",
    "    (\"比价\", 201),\n",
    "    (\"海淘\", 195),\n",
    "    (\"移动APP购物\", 179),\n",
    "    (\"支付方式\", 119),\n",
    "    (\"代购\", 43),\n",
    "    (\"体育健身\", 1234),\n",
    "    (\"体育赛事项目\", 802),\n",
    "    (\"运动项目\", 405),\n",
    "    (\"体育类赛事\", 337),\n",
    "    (\"健身项目\", 199),\n",
    "    (\"健身房健身\", 78),\n",
    "    (\"运动健身\", 77),\n",
    "    (\"家庭健身\", 36),\n",
    "    (\"健身器械\", 29),\n",
    "    (\"办公室健身\", 3),\n",
    "    (\"商务服务\", 1201),\n",
    "    (\"法律咨询\", 508),\n",
    "    (\"化工材料\", 147),\n",
    "    (\"广告服务\", 125),\n",
    "    (\"会计审计\", 115),\n",
    "    (\"人员招聘\", 101),\n",
    "    (\"印刷打印\", 66),\n",
    "    (\"知识产权\", 32),\n",
    "    (\"翻译\", 22),\n",
    "    (\"安全安保\", 9),\n",
    "    (\"公关服务\", 8),\n",
    "    (\"商旅服务\", 2),\n",
    "    (\"展会服务\", 2),\n",
    "    (\"特许经营\", 1),\n",
    "    (\"休闲爱好\", 1169),\n",
    "    (\"收藏\", 412),\n",
    "    (\"摄影\", 393),\n",
    "    (\"温泉\", 230),\n",
    "    (\"博彩彩票\", 211),\n",
    "    (\"美术\", 207),\n",
    "    (\"书法\", 139),\n",
    "    (\"DIY手工\", 75),\n",
    "    (\"舞蹈\", 23),\n",
    "    (\"钓鱼\", 21),\n",
    "    (\"棋牌桌游\", 17),\n",
    "    (\"KTV\", 6),\n",
    "    (\"密室\", 5),\n",
    "    (\"采摘\", 4),\n",
    "    (\"电玩\", 1),\n",
    "    (\"真人CS\", 1),\n",
    "    (\"轰趴\", 1),\n",
    "    (\"家电数码\", 1111),\n",
    "    (\"手机\", 885),\n",
    "    (\"电脑\", 543),\n",
    "    (\"大家电\", 321),\n",
    "    (\"家电关注品牌\", 253),\n",
    "    (\"网络设备\", 162),\n",
    "    (\"摄影器材\", 149),\n",
    "    (\"影音设备\", 133),\n",
    "    (\"办公数码设备\", 113),\n",
    "    (\"生活电器\", 67),\n",
    "    (\"厨房电器\", 54),\n",
    "    (\"智能设备\", 45),\n",
    "    (\"个人护理电器\", 22),\n",
    "    (\"服饰鞋包\", 1047),\n",
    "    (\"服装\", 566),\n",
    "    (\"饰品\", 289),\n",
    "    (\"鞋\", 184),\n",
    "    (\"箱包\", 168),\n",
    "    (\"奢侈品\", 137),\n",
    "    (\"母婴亲子\", 1041),\n",
    "    (\"孕婴保健\", 505),\n",
    "    (\"母婴社区\", 299),\n",
    "    (\"早教\", 103),\n",
    "    (\"奶粉辅食\", 66),\n",
    "    (\"童车童床\", 41),\n",
    "    (\"关注品牌\", 271),\n",
    "    (\"宝宝玩乐\", 30),\n",
    "    (\"母婴护理服务\", 25),\n",
    "    (\"纸尿裤湿巾\", 16),\n",
    "    (\"妈妈用品\", 15),\n",
    "    (\"宝宝起名\", 12),\n",
    "    (\"童装童鞋\", 9),\n",
    "    (\"胎教\", 8),\n",
    "    (\"宝宝安全\", 1),\n",
    "    (\"宝宝洗护用品\", 1),\n",
    "    (\"软件应用\", 1018),\n",
    "    (\"系统工具\", 896),\n",
    "    (\"理财购物\", 440),\n",
    "    (\"生活实用\", 365),\n",
    "    (\"影音图像\", 256),\n",
    "    (\"社交通讯\", 214),\n",
    "    (\"手机美化\", 39),\n",
    "    (\"办公学习\", 28),\n",
    "    (\"应用市场\", 23),\n",
    "    (\"母婴育儿\", 14),\n",
    "    (\"游戏\", 946),\n",
    "    (\"手机游戏\", 565),\n",
    "    (\"PC游戏\", 353),\n",
    "    (\"网页游戏\", 254),\n",
    "    (\"游戏机\", 188),\n",
    "    (\"模拟辅助\", 166),\n",
    "    (\"个护美容\", 942),\n",
    "    (\"护肤品\", 177),\n",
    "    (\"彩妆\", 133),\n",
    "    (\"美发\", 80),\n",
    "    (\"香水\", 50),\n",
    "    (\"个人护理\", 46),\n",
    "    (\"美甲\", 26),\n",
    "    (\"SPA美体\", 21),\n",
    "    (\"花鸟萌宠\", 914),\n",
    "    (\"绿植花卉\", 311),\n",
    "    (\"狗\", 257),\n",
    "    (\"其他宠物\", 131),\n",
    "    (\"水族\", 125),\n",
    "    (\"猫\", 122),\n",
    "    (\"动物\", 81),\n",
    "    (\"鸟\", 67),\n",
    "    (\"宠物用品\", 41),\n",
    "    (\"宠物服务\", 26),\n",
    "    (\"书籍阅读\", 913),\n",
    "    (\"网络小说\", 483),\n",
    "    (\"关注书籍\", 128),\n",
    "    (\"文学\", 105),\n",
    "    (\"报刊杂志\", 77),\n",
    "    (\"人文社科\", 22),\n",
    "    (\"建材家居\", 907),\n",
    "    (\"装修建材\", 644),\n",
    "    (\"家具\", 273),\n",
    "    (\"家居风格\", 187),\n",
    "    (\"家居家装关注品牌\", 140),\n",
    "    (\"家纺\", 107),\n",
    "    (\"厨具\", 47),\n",
    "    (\"灯具\", 43),\n",
    "    (\"家居饰品\", 29),\n",
    "    (\"家居日常用品\", 10),\n",
    "    (\"生活服务\", 883),\n",
    "    (\"物流配送\", 536),\n",
    "    (\"家政服务\", 108),\n",
    "    (\"摄影服务\", 49),\n",
    "    (\"搬家服务\", 38),\n",
    "    (\"物业维修\", 37),\n",
    "    (\"婚庆服务\", 24),\n",
    "    (\"二手回收\", 24),\n",
    "    (\"鲜花配送\", 3),\n",
    "    (\"维修服务\", 3),\n",
    "    (\"殡葬服务\", 1),\n",
    "    (\"求职创业\", 874),\n",
    "    (\"创业\", 363),\n",
    "    (\"目标职位\", 162),\n",
    "    (\"目标行业\", 50),\n",
    "    (\"兼职\", 21),\n",
    "    (\"期望年薪\", 20),\n",
    "    (\"实习\", 16),\n",
    "    (\"雇主类型\", 10),\n",
    "    (\"星座运势\", 789),\n",
    "    (\"星座\", 316),\n",
    "    (\"算命\", 303),\n",
    "    (\"解梦\", 196),\n",
    "    (\"风水\", 93),\n",
    "    (\"面相分析\", 47),\n",
    "    (\"手相\", 32),\n",
    "    (\"公益\", 90),\n",
    "]\n",
    "\n",
    "c_1 = (\n",
    "    WordCloud()\n",
    "    .add(\n",
    "        \"\",\n",
    "        words,\n",
    "        word_size_range=[20, 100],\n",
    "        textstyle_opts=opts.TextStyleOpts(font_family=\"cursive\"),\n",
    "    )\n",
    "    .set_global_opts(title_opts=opts.TitleOpts(title=\"WordCloud-自定义文字样式\"))\n",
    "    #.render(\"wordcloud_custom_font_style.html\")\n",
    ")\n",
    "c_1.load_javascript()\n",
    "c_1.render_notebook()"
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  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/fisadm/anaconda3/envs/detectron2/lib/python3.7/site-packages/pyecharts/charts/chart.py:14: PendingDeprecationWarning: pyecharts 所有图表类型将在 v1.9.0 版本开始强制使用 ChartItem 进行数据项配置 :)\n",
      "  super().__init__(init_opts=init_opts)\n"
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    },
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       "                {\n",
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       "                {\n",
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       "                    \"textStyle\": {\n",
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       "                            \"color\": \"rgb(113,92,20)\"\n",
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       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u9762\\u76f8\\u5206\\u6790\",\n",
       "                    \"value\": 47,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(16,64,133)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u624b\\u76f8\",\n",
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       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(28,140,131)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"\\u516c\\u76ca\",\n",
       "                    \"value\": 90,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(95,70,79)\"\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "            ],\n",
       "            \"drawOutOfBound\": false,\n",
       "            \"textStyle\": {\n",
       "                \"emphasis\": {}\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [],\n",
       "            \"selected\": {},\n",
       "            \"show\": true,\n",
       "            \"padding\": 5,\n",
       "            \"itemGap\": 10,\n",
       "            \"itemWidth\": 25,\n",
       "            \"itemHeight\": 14\n",
       "        }\n",
       "    ],\n",
       "    \"tooltip\": {\n",
       "        \"show\": true,\n",
       "        \"trigger\": \"item\",\n",
       "        \"triggerOn\": \"mousemove|click\",\n",
       "        \"axisPointer\": {\n",
       "            \"type\": \"line\"\n",
       "        },\n",
       "        \"showContent\": true,\n",
       "        \"alwaysShowContent\": false,\n",
       "        \"showDelay\": 0,\n",
       "        \"hideDelay\": 100,\n",
       "        \"textStyle\": {\n",
       "            \"fontSize\": 14\n",
       "        },\n",
       "        \"borderWidth\": 0,\n",
       "        \"padding\": 5\n",
       "    },\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"WordCloud-\\u81ea\\u5b9a\\u4e49\\u56fe\\u7247\",\n",
       "            \"padding\": 5,\n",
       "            \"itemGap\": 10\n",
       "        }\n",
       "    ]\n",
       "};\n",
       "                chart_eb8b9a4e3b3f4d7f96343f6ce8f0721c.setOption(option_eb8b9a4e3b3f4d7f96343f6ce8f0721c);\n",
       "        });\n",
       "    </script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x7f0910259ba8>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import json\n",
    "\n",
    "with open(\"wordcloud_image_base64.json\", \"r\", encoding=\"utf-8\") as f:\n",
    "    j = json.load(f)\n",
    "\n",
    "\n",
    "c_2 = (\n",
    "    WordCloud()\n",
    "    .add(\"\", words, word_size_range=[12, 55], mask_image=j[\"base64\"])\n",
    "    .set_global_opts(title_opts=opts.TitleOpts(title=\"WordCloud-自定义图片\"))\n",
    "    #.render(\"wordcloud_custom_mask_image.html\")\n",
    ")\n",
    "c_2.load_javascript()\n",
    "c_2.render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/fisadm/anaconda3/envs/detectron2/lib/python3.7/site-packages/pyecharts/charts/chart.py:14: PendingDeprecationWarning: pyecharts 所有图表类型将在 v1.9.0 版本开始强制使用 ChartItem 进行数据项配置 :)\n",
      "  super().__init__(init_opts=init_opts)\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "<script>\n",
       "    require.config({\n",
       "        paths: {\n",
       "            'echarts':'https://assets.pyecharts.org/assets/echarts.min', 'echarts-wordcloud':'https://assets.pyecharts.org/assets/echarts-wordcloud.min'\n",
       "        }\n",
       "    });\n",
       "</script>\n",
       "\n",
       "        <div id=\"520508504ffb4359a206262484146125\" style=\"width:900px; height:500px;\"></div>\n",
       "\n",
       "<script>\n",
       "        require(['echarts', 'echarts-wordcloud'], function(echarts) {\n",
       "                var chart_520508504ffb4359a206262484146125 = echarts.init(\n",
       "                    document.getElementById('520508504ffb4359a206262484146125'), 'white', {renderer: 'canvas'});\n",
       "                var option_520508504ffb4359a206262484146125 = {\n",
       "    \"animation\": true,\n",
       "    \"animationThreshold\": 2000,\n",
       "    \"animationDuration\": 1000,\n",
       "    \"animationEasing\": \"cubicOut\",\n",
       "    \"animationDelay\": 0,\n",
       "    \"animationDurationUpdate\": 300,\n",
       "    \"animationEasingUpdate\": \"cubicOut\",\n",
       "    \"animationDelayUpdate\": 0,\n",
       "    \"color\": [\n",
       "        \"#c23531\",\n",
       "        \"#2f4554\",\n",
       "        \"#61a0a8\",\n",
       "        \"#d48265\",\n",
       "        \"#749f83\",\n",
       "        \"#ca8622\",\n",
       "        \"#bda29a\",\n",
       "        \"#6e7074\",\n",
       "        \"#546570\",\n",
       "        \"#c4ccd3\",\n",
       "        \"#f05b72\",\n",
       "        \"#ef5b9c\",\n",
       "        \"#f47920\",\n",
       "        \"#905a3d\",\n",
       "        \"#fab27b\",\n",
       "        \"#2a5caa\",\n",
       "        \"#444693\",\n",
       "        \"#726930\",\n",
       "        \"#b2d235\",\n",
       "        \"#6d8346\",\n",
       "        \"#ac6767\",\n",
       "        \"#1d953f\",\n",
       "        \"#6950a1\",\n",
       "        \"#918597\"\n",
       "    ],\n",
       "    \"series\": [\n",
       "        {\n",
       "            \"type\": \"wordCloud\",\n",
       "            \"shape\": \"diamond\",\n",
       "            \"rotationRange\": [\n",
       "                0,\n",
       "                0\n",
       "            ],\n",
       "            \"rotationStep\": 45,\n",
       "            \"girdSize\": 20,\n",
       "            \"sizeRange\": [\n",
       "                20,\n",
       "                100\n",
       "            ],\n",
       "            \"data\": [\n",
       "                {\n",
       "                    \"name\": \"Sam S Club\",\n",
       "                    \"value\": 10000,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(134,83,141)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Macys\",\n",
       "                    \"value\": 6181,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(29,42,14)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Amy Schumer\",\n",
       "                    \"value\": 4386,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(73,125,92)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Jurassic World\",\n",
       "                    \"value\": 4055,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(50,23,100)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Charter Communications\",\n",
       "                    \"value\": 2467,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(11,143,132)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Chick Fil A\",\n",
       "                    \"value\": 2244,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(79,156,18)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Planet Fitness\",\n",
       "                    \"value\": 1868,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(102,151,109)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Pitch Perfect\",\n",
       "                    \"value\": 1484,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(21,13,74)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Express\",\n",
       "                    \"value\": 1112,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(152,103,43)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Home\",\n",
       "                    \"value\": 865,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(138,120,71)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Johnny Depp\",\n",
       "                    \"value\": 847,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(31,114,51)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Lena Dunham\",\n",
       "                    \"value\": 582,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(58,4,114)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Lewis Hamilton\",\n",
       "                    \"value\": 555,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(140,31,19)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"KXAN\",\n",
       "                    \"value\": 550,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(52,82,47)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Mary Ellen Mark\",\n",
       "                    \"value\": 462,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(100,108,41)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Farrah Abraham\",\n",
       "                    \"value\": 366,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(158,77,92)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Rita Ora\",\n",
       "                    \"value\": 360,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(85,40,156)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Serena Williams\",\n",
       "                    \"value\": 282,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(96,55,71)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"NCAA baseball tournament\",\n",
       "                    \"value\": 273,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(67,48,8)\"\n",
       "                        }\n",
       "                    }\n",
       "                },\n",
       "                {\n",
       "                    \"name\": \"Point Break\",\n",
       "                    \"value\": 265,\n",
       "                    \"textStyle\": {\n",
       "                        \"normal\": {\n",
       "                            \"color\": \"rgb(45,65,146)\"\n",
       "                        }\n",
       "                    }\n",
       "                }\n",
       "            ],\n",
       "            \"drawOutOfBound\": false,\n",
       "            \"textStyle\": {\n",
       "                \"emphasis\": {}\n",
       "            }\n",
       "        }\n",
       "    ],\n",
       "    \"legend\": [\n",
       "        {\n",
       "            \"data\": [],\n",
       "            \"selected\": {},\n",
       "            \"show\": true,\n",
       "            \"padding\": 5,\n",
       "            \"itemGap\": 10,\n",
       "            \"itemWidth\": 25,\n",
       "            \"itemHeight\": 14\n",
       "        }\n",
       "    ],\n",
       "    \"tooltip\": {\n",
       "        \"show\": true,\n",
       "        \"trigger\": \"item\",\n",
       "        \"triggerOn\": \"mousemove|click\",\n",
       "        \"axisPointer\": {\n",
       "            \"type\": \"line\"\n",
       "        },\n",
       "        \"showContent\": true,\n",
       "        \"alwaysShowContent\": false,\n",
       "        \"showDelay\": 0,\n",
       "        \"hideDelay\": 100,\n",
       "        \"textStyle\": {\n",
       "            \"fontSize\": 14\n",
       "        },\n",
       "        \"borderWidth\": 0,\n",
       "        \"padding\": 5\n",
       "    },\n",
       "    \"title\": [\n",
       "        {\n",
       "            \"text\": \"WordCloud-shape-diamond\",\n",
       "            \"padding\": 5,\n",
       "            \"itemGap\": 10\n",
       "        }\n",
       "    ]\n",
       "};\n",
       "                chart_520508504ffb4359a206262484146125.setOption(option_520508504ffb4359a206262484146125);\n",
       "        });\n",
       "    </script>\n"
      ],
      "text/plain": [
       "<pyecharts.render.display.HTML at 0x7f09101ebbe0>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pyecharts import options as opts\n",
    "from pyecharts.charts import WordCloud\n",
    "from pyecharts.globals import SymbolType\n",
    "\n",
    "\n",
    "words = [\n",
    "    (\"Sam S Club\", 10000),\n",
    "    (\"Macys\", 6181),\n",
    "    (\"Amy Schumer\", 4386),\n",
    "    (\"Jurassic World\", 4055),\n",
    "    (\"Charter Communications\", 2467),\n",
    "    (\"Chick Fil A\", 2244),\n",
    "    (\"Planet Fitness\", 1868),\n",
    "    (\"Pitch Perfect\", 1484),\n",
    "    (\"Express\", 1112),\n",
    "    (\"Home\", 865),\n",
    "    (\"Johnny Depp\", 847),\n",
    "    (\"Lena Dunham\", 582),\n",
    "    (\"Lewis Hamilton\", 555),\n",
    "    (\"KXAN\", 550),\n",
    "    (\"Mary Ellen Mark\", 462),\n",
    "    (\"Farrah Abraham\", 366),\n",
    "    (\"Rita Ora\", 360),\n",
    "    (\"Serena Williams\", 282),\n",
    "    (\"NCAA baseball tournament\", 273),\n",
    "    (\"Point Break\", 265),\n",
    "]\n",
    "c_3 = (\n",
    "    WordCloud()\n",
    "    .add(\"\", words, word_size_range=[20, 100], shape=SymbolType.DIAMOND)\n",
    "    .set_global_opts(title_opts=opts.TitleOpts(title=\"WordCloud-shape-diamond\"))\n",
    "    #.render(\"wordcloud_diamond.html\")\n",
    ")\n",
    "c_3.load_javascript()\n",
    "c_3.render_notebook()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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